Details

Autor(en) / Beteiligte

• Maier-Hein, Klaus H
• Neher, Peter F
• Houde, Jean-Christophe
• Côté, Marc-Alexandre
• Garyfallidis, Eleftherios
• Zhong, Jidan
• Chamberland, Maxime
• Yeh, Fang-Cheng
• Lin, Ying-Chia
• Ji, Qing
• Reddick, Wilburn E
• Glass, John O
• Chen, David Qixiang
• Feng, Yuanjing
• Gao, Chengfeng
• Wu, Ye
• Ma, Jieyan
• Renjie, H
• Li, Qiang
• Westin, Carl-Fredrik
• Deslauriers-Gauthier, Samuel
• González, J Omar Ocegueda
• Paquette, Michael
• St-Jean, Samuel
• Girard, Gabriel
• Rheault, François
• Sidhu, Jasmeen
• Tax, Chantal M W
• Guo, Fenghua
• Mesri, Hamed Y
• Dávid, Szabolcs
• Froeling, Martijn
• Heemskerk, Anneriet M
• Leemans, Alexander
• Boré, Arnaud
• Pinsard, Basile
• Bedetti, Christophe
• Desrosiers, Matthieu
• Brambati, Simona
• Doyon, Julien
• Sarica, Alessia
• Vasta, Roberta
• Cerasa, Antonio
• Quattrone, Aldo
• Yeatman, Jason
• Khan, Ali R
• Hodges, Wes
• Alexander, Simon
• Romascano, David
• Barakovic, Muhamed
• Auría, Anna
• Esteban, Oscar
• Lemkaddem, Alia
• Thiran, Jean-Philippe
• Cetingul, H Ertan
• Odry, Benjamin L
• Mailhe, Boris
• Nadar, Mariappan S
• Pizzagalli, Fabrizio
• Prasad, Gautam
• Villalon-Reina, Julio E
• Galvis, Justin
• Thompson, Paul M
• Requejo, Francisco De Santiago
• Laguna, Pedro Luque
• Lacerda, Luis Miguel
• Barrett, Rachel
• Dell'Acqua, Flavio
• Catani, Marco
• Petit, Laurent
• Caruyer, Emmanuel
• Daducci, Alessandro
• Dyrby, Tim B
• Holland-Letz, Tim
• Hilgetag, Claus C
• Stieltjes, Bram
• Descoteaux, Maxime

Titel

The challenge of mapping the human connectome based on diffusion tractography

Ist Teil von

• Nature communications, 2017-11, Vol.8 (1), p.1349-13, Article 1349

Ort / Verlag

England: Nature Publishing Group

Erscheinungsjahr

2017

Link zum Volltext

Quelle

Free E-Journal (出版社公開部分のみ）

Beschreibungen/Notizen

• Tractography based on non-invasive diffusion imaging is central to the study of human brain connectivity. To date, the approach has not been systematically validated in ground truth studies. Based on a simulated human brain data set with ground truth tracts, we organized an open international tractography challenge, which resulted in 96 distinct submissions from 20 research groups. Here, we report the encouraging finding that most state-of-the-art algorithms produce tractograms containing 90% of the ground truth bundles (to at least some extent). However, the same tractograms contain many more invalid than valid bundles, and half of these invalid bundles occur systematically across research groups. Taken together, our results demonstrate and confirm fundamental ambiguities inherent in tract reconstruction based on orientation information alone, which need to be considered when interpreting tractography and connectivity results. Our approach provides a novel framework for estimating reliability of tractography and encourages innovation to address its current limitations.